Advances in Neural Networks - ISNN 2017: 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21–26, 2017, Proceedings, Part I

Front Matter....Pages I-XXII
Front Matter....Pages 1-1
Online Multi-threshold Learning with Imbalanced Data Stream....Pages 3-9
A Comparative Study of Machine Learning Techniques for Automatic Product Categorisation....Pages 10-17
Bootstrap Based on Generalized Regression Neural Network for Landslide Displacement for Interval Prediction....Pages 18-27
Multi-task Learning with Cartesian Product-Based Multi-objective Combination for Dangerous Object Detection....Pages 28-35
Collaborative Response Content Recommendation for Customer Service Agents....Pages 36-43
Text Classification Based on ReLU Activation Function of SAE Algorithm....Pages 44-50
On Designing New Structures with Emergent Computing Properties....Pages 51-59
Fast Sparse Least Squares Support Vector Machines by Block Addition....Pages 60-70
Construction and Analysis of Meteorological Elements Correlation Network....Pages 71-80
Classifying Helmeted and Non-helmeted Motorcyclists....Pages 81-86
Dominant Set Based Density Kernel and Clustering....Pages 87-94
Web Content Extraction Using Clustering with Web Structure....Pages 95-103
Optimal KD-Partitioning for the Local Outlier Detection in Geo-Social Points....Pages 104-112
V2G Demand Prediction Based on Daily Pattern Clustering and Artificial Neural Networks....Pages 113-119
An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average....Pages 120-126
State Estimation for Autonomous Surface Vehicles Based on Echo State Networks....Pages 127-134
Using Neural Network Formalism to Solve Multiple-Instance Problems....Pages 135-142
Many-Objective Optimisation of Trusses Through Meta-Heuristics....Pages 143-152
Clustering with Multidimensional Mixture Models: Analysis on World Development Indicators....Pages 153-160
Logic Calculation Based on Two-Domain DNA Strand Displacement....Pages 161-169
Front Matter....Pages 1-1
Several Logic Gates Extended from MAGIC-Memristor-Aided Logic....Pages 170-179
Static Hand Gesture Recognition Based on RGB-D Image and Arm Removal....Pages 180-187
Real-Time Classification Through a Spiking Deep Belief Network with Intrinsic Plasticity....Pages 188-196
Hamiltonian-Driven Adaptive Dynamic Programming Based on Extreme Learning Machine....Pages 197-205
An Enhanced K-Nearest Neighbor Classification Method Based on Maximal Coherence and Validity Ratings....Pages 206-214
Credit Risk Assessment Based on Flexible Neural Tree Model....Pages 215-222
A Portable Prognostic System for Bearing Monitoring....Pages 223-233
Parameter Estimation of Linear Systems with Quantized Innovations....Pages 234-241
LSTM with Matrix Factorization for Road Speed Prediction....Pages 242-249
Front Matter....Pages 251-251
Adaptive Control Strategy for Projective Synchronization of Neural Networks....Pages 253-260
Real-Time Decoding of Arm Kinematics During Grasping Based on F5 Neural Spike Data....Pages 261-268
Application of Deep Belief Network to Land Cover Classification Using Hyperspectral Images....Pages 269-276
Reservoir Computing with a Small-World Network for Discriminating Two Sequential Stimuli....Pages 277-284
Single Channel Speech Separation Using Deep Neural Network....Pages 285-292
Sparse Direct Convolutional Neural Network....Pages 293-303
Fuzzy Modeling from Black-Box Data with Deep Learning Techniques....Pages 304-312
Matrix Neural Networks....Pages 313-320
Simplified Particle Swarm Optimization Algorithm Based on Improved Learning Factors....Pages 321-328
Synchronization Analysis for Complex Networks with Interval Coupling Delay....Pages 329-336
FPGA Implementation of the L Smallest k-Subsets Sum Problem Based on the Finite-Time Convergent Recurrent Neural Network....Pages 337-345
Front Matter....Pages 251-251
Accelerating Stochastic Variance Reduced Gradient Using Mini-Batch Samples on Estimation of Average Gradient....Pages 346-353
Coexistence and Local Exponential Stability of Multiple Equilibria in Memristive Neural Networks with a Class of General Nonmonotonic Activation Functions....Pages 354-362
A Reinforcement Learning Method with Implicit Critics from a Bystander....Pages 363-370
The Mixed States of Associative Memories Realize Unimodal Distribution of Dominance Durations in Multistable Perception....Pages 371-378
Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular Interventions....Pages 379-385
Relief R-CNN: Utilizing Convolutional Features for Fast Object Detection....Pages 386-394
The Critical Dynamics in Neural Network Improve the Computational Capability of Liquid State Machines....Pages 395-403
Exponential Stability of the Coupled Neural Networks with Different State Dimensions....Pages 404-412
Critical Echo State Networks that Anticipate Input Using Morphable Transfer Functions....Pages 413-420
INFERNO: A Novel Architecture for Generating Long Neuronal Sequences with Spikes....Pages 421-428
Global Exponential Stability for Matrix-Valued Neural Networks with Time Delay....Pages 429-438
Global Asymptotic Stability for Octonion-Valued Neural Networks with Delay....Pages 439-448
Convolutional Neural Networks for Thai Poem Classification....Pages 449-456
A Quaternionic Rate-Based Synaptic Learning Rule Derived from Spike-Timing Dependent Plasticity....Pages 457-465
Cognitive Load Recognition Using Multi-channel Complex Network Method....Pages 466-474
Event-Triggering Sampling Based Synchronization of Delayed Complex Dynamical Networks: An M-matrix Approach....Pages 475-482
Learning Human-Understandable Description of Dynamical Systems from Feed-Forward Neural Networks....Pages 483-492
Stability and Stabilization of Time-Delayed Fractional Order Neural Networks via Matrix Measure....Pages 493-501
Metrics and the Cooperative Process of the Self-organizing Map Algorithm....Pages 502-510
A Cooperative Projection Neural Network for Fast Solving Linear Reconstruction Problems....Pages 511-520
Front Matter....Pages 251-251
A Complex Gradient Neural Dynamics for Fast Complex Matrix Inversion....Pages 521-528
Burst and Correlated Firing in Spiking Neural Network with Global Inhibitory Feedback....Pages 529-535
A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots....Pages 536-546
A Caputo-Type Fractional-Order Gradient Descent Learning of BP Neural Networks....Pages 547-554
Attracting Sets of Non-autonomous Complex-Valued Neural Networks with both Distributed and Time-Varying Delays....Pages 555-563
Stability of Complex-Valued Neural Networks with Two Additive Time-Varying Delay Components....Pages 564-571
Alpine Plants Recognition with Deep Convolutional Neural Network....Pages 572-577
Back Matter....Pages 579-583